CN1685680B - Apparatus and methods for suppression of interference - Google Patents
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Abstract
Information is recovered from a composite signal including first and second component signals modulated according to respective first and second modulations, for example, 8-PSK and GMSK. The composite signal is processed based on predetermined characteristics of the first and second modulations, for example, signal rotations, to generate a channel model for the first component signal and a whitening filter for the second component signal. The composite signal is filtered according to the whitening filter to generate a filtered signal. A symbol hypothesis for a symbol of the first component signal is evaluated using a metric with respect to the filtered signal that is a function of the whitening filter and the channel model, for example, in a multidimensional Viterbi symbol estimation algorithm. The invention may be embodied as methods, apparatus and computer program products.
Description
Technical field
The present invention relates to wireless communication system, more specifically to receiving system, method and computer program product.
Background technology
At present, radio communication is widely used in various applications, comprises voice call and data communication applications (using as push mail and internet).Along with the increase of wireless application quantity, the generally also corresponding increase of data transfer rate demand that is associated with these application.Correspondingly, the wireless communication standard of new more High Data Rate and to the modification of the improved data transfer rate of existing standard has been proposed.
For example, introduce enhanced data-rates (EDGE) technology of global evolution, met the potential data transfer rate of the system of global mobile communication system/general grouping wireless service (GSM/GPRS) system standard with raising.Though GPRS shares identical symbol rate, modulation bit rate difference with EDGE.Specifically, GSM generally adopts GMSK (Guassian Minimum Shift Keying) (GMSK), and this modulation can be considered as a kind of phase modulated.The bit of each symbolic representation that sends, that is, a bit is represented in each phase shift.EDGE is standardized, with the current mechanism and the function of reusing channel architecture, channel width, chnnel coding and GPRS.But EDGE adopts 8-phase shift keying (8-PSK), and 8-PSK is similar at character and GMSK aspect adjacent channel generation interference, but higher data transfer rate can be provided.The 8-PSK modulation is a kind of linear modulation, wherein three successive bits is mapped to a symbol in the I/Q plane.Symbol rate or the symbol quantity that sends in the phase at a time are identical with the situation of GMSK, but three bits of each symbolic representation but not one, and these can be by coefficient 3 raising aggregate date rate.
Common-channel interference in the geographic area, i.e. the caused interference of channeling can limit user capacity and the signal quality in the cellular system.Submit on April 14th, 2000, the title of authorizing people such as Khayrallah is submitted to for the U.S. Patent application No.09/549559 of " suppress disturb method and apparatus (Method and Apparatus for Interference Rejection) " and September 19 calendar year 2001, authorize people's such as Arslan, be entitled as among the U.S. Patent application No.09/956443 of " utilizing albefaction when empty to eliminate the method and apparatus (Methods and Apparatus ' for Canceling Co-channel Interference in a Receiving System Using Spatio-Temporal Whitening) of the common-channel interference in the receiving system " and described a kind of technology that is used to handle the common-channel interference between the GMSK signal.Among the PCT international application No.WO98/16021 that has announced other correlation techniques have been described.
When adopting 8-PSK to modulate to obtain desired signal, these technology may be just useless.Proposed the interference mitigation technology of the desired signal of 8-PSK modulation, but in portable terminal, used a plurality of antennas may cause very high cost at receiver with a plurality of antennas.
Summary of the invention
According to some embodiments of the present invention, from the composite signal recovering information, described composite signal comprises first and second component signals of modulating according to first and second modulation systems respectively.Based on the predetermined characteristic of first and second modulation systems, for example Tiao Zhi signal rotation and/or other signal messages of knowing are handled described composite signal, with channel model that generates first component signal and the prewhitening filter that is used for the second component signal.Come described composite signal filtering to generate filtering signal according to described prewhitening filter.The symbol that adopts the tolerance (for example in multidimensional Viterbi sign estimation algorithm) of relevant filtering signal by prewhitening filter and channel model decision to assess the symbol of first component signal is supposed.The present invention can method, the form of device and computer program code is implemented.
The invention provides a kind of method from the composite signal recovering information, described composite signal comprises first and second component signals of modulating according to first and second modulation systems respectively, and described method comprises the steps:
Handle described composite signal based on the predetermined characteristic of described first and second modulation systems, with channel model that generates described first component signal and the prewhitening filter that is used for described second component signal;
Handle described composite signal to generate filtering signal according to described prewhitening filter; And
The symbol that utilizes the tolerance of relevant filtering signal by described prewhitening filter and the decision of described channel model to assess the symbol of described first component signal supposes,
It is characterized in that: handle described composite signal based on the predetermined characteristic of described first and second modulation systems and comprise with channel model that generates described first component signal and the step that is used for the prewhitening filter of described second component signal:
Described composite signal is applied the signal of rotation that is associated with described first modulation system to obtain to rotate;
Generate described channel model based on known training sequence from the signal of described rotation;
Eliminate the component that is associated with described known training sequence based on described channel model from the signal of described rotation, with the generation residue signal;
To described residue signal apply with described first and second modulation systems between the corresponding rotation of rotation difference to obtain the residue signal of rotation; And
Generate described prewhitening filter from the residue signal of described rotation.
The invention provides a kind of method by composite signal recovery desired signal, described method comprises the steps:
Generate the channel model of described desired signal and the prewhitening filter that is different from the interference signal of described desired signal at modulation;
Handle described composite signal to generate filtering signal according to described prewhitening filter; And
Utilize the multidimensional estimation to handle and estimate described desired signal, described multidimensional estimates to handle the tolerance that adopts about the filtering signal that is determined by described prewhitening filter and described channel model,
It is characterized in that: the step that generates the channel model of described desired signal and be used for the prewhitening filter of described interference signal comprises:
Described composite signal is applied the signal of rotation that is associated with the modulation system of described desired signal to obtain to rotate;
Generate described channel model based on known training sequence from the signal of described rotation;
Eliminate the component that is associated with described training sequence based on described channel model from the signal of described rotation, to generate residue signal;
Described residue signal is applied the corresponding rotation of rotation difference between the modulation with the modulation of described interference signal and described desired signal to obtain the residue signal of rotation; And
Generate described prewhitening filter from the residue signal of described rotation.
The invention provides a kind of being used for from the device of composite signal recovering information, described composite signal comprises first and second component signals of modulating according to first and second modulation systems respectively, and described device comprises:
Be used to carry out the parts of following operation: handle described composite signal based on the predetermined characteristic of described first and second modulation systems, with channel model that generates described first component signal and the prewhitening filter that is used for described second component signal;
Be used to carry out the parts of following operation: handle described composite signal to generate filtering signal according to described prewhitening filter; And
Be used to carry out the parts of following operation: the symbol that uses the tolerance of relevant filtering signal by described prewhitening filter and the decision of described channel model to assess the symbol of described first component signal supposes,
It is characterized in that: handle described composite signal based on the predetermined characteristic of described first and second modulation systems and also comprise with channel model that generates described first component signal and the parts that are used for the prewhitening filter of described second component signal:
Be used to carry out the parts of following operation: described composite signal is applied the signal of rotation that is associated with described first modulation system to obtain to rotate;
Be used to carry out the parts of following operation: generate described channel model from the signal of described rotation based on known training sequence;
Be used to carry out the parts of following operation: eliminate the component that is associated with described known training sequence based on described channel model from the signal of described rotation, to generate residue signal;
Be used to carry out the parts of following operation: to described residue signal apply with described first and second modulation systems between the corresponding rotation of rotation difference to obtain the residue signal of rotation; And
Be used to carry out the parts of following operation: generate described prewhitening filter from the residue signal of described rotation.
The invention provides a kind of receiver that is used to handle composite signal, described composite signal comprises first and second component signals of modulating according to first and second modulation systems respectively, and described receiver comprises:
Damage albefaction demodulator, described damage albefaction demodulator comprises:
First circulator is used for composite signal is used the signal of rotation to obtain to rotate that is associated with first modulation system;
The channel energy compensating filter is used for the signal from the rotation of first circulator is carried out filtering;
Second circulator is used for the signal application through filtering from the channel energy compensating filter is rotated so that align with the rotation of interference signal;
Channel estimator, be used for generating according to the predetermined characteristic of first and second modulation systems channel model of first component signal of described composite signal, wherein channel estimator generates channel model according to known training sequence by the signal from the rotation of first circulator;
The prewhitening filter parameter estimator, be used for generating according to the predetermined characteristic of first and second modulation systems prewhitening filter parameter of the second component signal of described composite signal, wherein the input of prewhitening filter parameter estimator is from channel energy compensating filter and prewhitening filter parameter estimator output prewhitening filter parameter;
Prewhitening filter is used for the signal from the rotation of second circulator is carried out filtering to generate the signal through filtering; And
Symbol estimator, being used to use the symbol hypothesis with the symbol of assessing described first component signal from the relevant tolerance of the signal through filtering of prewhitening filter, is the function of described prewhitening filter and described channel model from the signal through filtering of prewhitening filter.
The invention provides a kind of wireless terminal, comprising:
Be used for from the receiver of composite signal recovering information, described composite signal comprises first and second component signals of modulating according to first and second modulation systems respectively, and described receiver comprises:
Damage albefaction demodulator, described damage albefaction demodulator comprises:
First circulator is used for composite signal is used the signal of rotation to obtain to rotate that is associated with first modulation system;
The channel energy compensating filter is used for the signal from the rotation of first circulator is carried out filtering;
Second circulator is used for the signal application through filtering from the channel energy compensating filter is rotated so that align with the rotation of interference signal;
Channel estimator, be used for generating according to the predetermined characteristic of first and second modulation systems channel model of first component signal of described composite signal, wherein channel estimator generates channel model according to known training sequence by the signal from the rotation of first circulator;
The prewhitening filter parameter estimator, be used for generating according to the predetermined characteristic of first and second modulation systems prewhitening filter parameter of the second component signal of described composite signal, wherein the input of prewhitening filter parameter estimator is from channel energy compensating filter and prewhitening filter parameter estimator output prewhitening filter parameter;
Prewhitening filter is used for the signal from the rotation of second circulator is carried out filtering to generate the signal through filtering; And
Symbol estimator, being used to use the symbol hypothesis with the symbol of assessing described first component signal from the relevant tolerance of the signal through filtering of prewhitening filter, is the function of described prewhitening filter and described channel model from the signal through filtering of prewhitening filter.
The invention provides a kind of radio communication base station, comprising:
Be used for from the receiver of composite signal recovering information, described composite signal comprises first and second component signals of modulating according to first and second modulation systems respectively, and described receiver comprises:
Damage albefaction demodulator, described damage albefaction demodulator comprises:
First circulator is used for composite signal is used the signal of rotation to obtain to rotate that is associated with first modulation system;
The channel energy compensating filter is used for the signal from the rotation of first circulator is carried out filtering;
Second circulator is used for the signal application through filtering from the channel energy compensating filter is rotated so that align with the rotation of interference signal;
Channel estimator, be used for generating according to the predetermined characteristic of first and second modulation systems channel model of first component signal of described composite signal, wherein channel estimator generates channel model according to known training sequence by the signal from the rotation of first circulator;
The prewhitening filter parameter estimator, be used for generating according to the predetermined characteristic of first and second modulation systems prewhitening filter parameter of the second component signal of described composite signal, wherein the input of prewhitening filter parameter estimator is from channel energy compensating filter and prewhitening filter parameter estimator output prewhitening filter parameter;
Prewhitening filter is used for the signal from the rotation of second circulator is carried out filtering to generate the signal through filtering; And
Symbol estimator, being used to use the symbol hypothesis with the symbol of assessing described first component signal from the relevant tolerance of the signal through filtering of prewhitening filter, is the function of described prewhitening filter and described channel model from the signal through filtering of prewhitening filter.
Description of drawings
Fig. 1 is the schematic diagram of receiver according to some embodiments of the invention.
Fig. 2 is the schematic diagram of the receiver of other embodiment according to the present invention.
Fig. 3-5 is with the signal processing operations of flowchart text other embodiment according to the present invention.
Fig. 6 is the schematic diagram of selectivity demodulator according to some embodiments of the invention.
Fig. 7 is the schematic diagram of wireless terminal according to some embodiments of the invention.
Fig. 8 is the schematic diagram of wireless base station according to some embodiments of the invention.
Embodiment
Accompanying drawing referring now to showing example embodiment of the present invention more fully illustrates the present invention.Provide these embodiment, so that the application's document is thorough and complete.Wherein similar numeral refers to similar parts.
According to some embodiments of the present invention, comprise respectively according to the composite signal of first and second component signals of first and second modulation systems modulation and from the composite signal recovering information, with channel model that generates first component signal and the prewhitening filter that is used for the second component signal by handling based on the predetermined characteristic of first and second modulation systems.Can handle described composite signal according to described prewhitening filter, to generate filtering signal.Can adopt about assess the symbol hypothesis of the symbol of first component signal by the tolerance of the filtering signal of prewhitening filter and channel model decision.Channel model and/or prewhitening filter can some different modes generate, and hereinafter will be described this.Generation as mentioned below, as can to adopt computing technique in advance to estimate with contracted notation.In addition, based on testing result application of interference inhibition adaptively technology to the modulation type that exists in the composite signal.
According to other embodiment of the present invention, can come by the prewhitening filter of the channel model that the generates desired signal interference signal different with desired signal to recover desired signal from composite signal with being used for modulation system.Can generate filtering signal to described composite signal filtering according to described prewhitening filter.Can utilize multidimensional to estimate to handle, for example multidimensional Viterbi or other equilibrium treatment are estimated desired signal, and measuring about the filtering signal that is determined by prewhitening filter and channel model adopted in described estimation processing.For example, desired signal can be the signal of 8-PSK modulation, and interference signal can comprise the signal (can find sort signal in the EDGE environment) of GMSK modulation.
Hereinafter description is applicable to that the interference that is used for the 8-PSK desired signal in the EDGE application under the situation that exists GMSK to disturb suppresses exemplary teachings.These exemplary teachings comprise utilizes two-dimentional autoregression (AR) prewhitening filter to disturb carrying out the I-Q albefaction and to 8-PSK signal application two dimension (2-D) equalizer of filtering.If wish to use the balancing technique (as decision-feedback state estimation (DFSE)) that alleviates complexity, then usually preferably in advance to the 8-PSK signal filtering.Carry out this filtering in advance before being preferably in albefaction, because there are many technology of knowing to can be used for one dimension (1-D) filtering in advance.
Technology described herein is suitable for realizing in many ways.For example, can adopt a large amount of precalculated 2-D equalizer low-complexity that allows the hypothesis signal to realize providing the metric calculation of simplification.According to some embodiment, can select demodulator adaptively according to the character of detected desired signal and/or interference signal.Specifically, be preferably in to judge whether to adopt and know before the demodulation techniques described herein and have the GMSK interference signal, because other demodulator structure may be more effective to the interference of other types.
Exist the interference mitigation technology of 8-PSK desired signal under the situation that GMSK disturbs can be considered as comprising: (1) is handled the signal that receives and is beneficial to reflect that GMSK disturbs; And (2) balanced gained signal is with the information of the 8-PSK signal of retrieval expectation.
The signal that receives can be considered as the combination of 8-PSK desired signal and GMS interference signal, is approximately:
Wherein h (k) is the channel that desired signal runs into.
I (n) ∈+1 ,-1}, and w (n) is a noise.
In this case, the item of expectation has different rotations with distracter.For application of interference albefaction in I and Q, can be with the signal rotation that receives
(rotation related with the interference signal chopping phase) is so that can utilize coherence among I and the Q by simple linear 2-D filter.Rotation with respect to interference signal goes rotation to obtain received signal:
Wherein
Press matrix form, equation 4 can be written as:
In the item of s (n), equation 7 can be written as:
The another kind of mode of writing equation (8) is the matrix notation of symbolization and the vector representation of rotation.This just obtains:
Provide following expression:
Then:
Provide vector damage signal q (n) by following equation:
Vector damage signal q (n) can be modeled as 2 dimension AR processes, therefore, can usage factor be A (w), n=0 ..., the 2 dimension filters of M-1 are with the damage process albefaction.Resulting vector damage signal v (n) can be expressed from the next:
The damage signal after x (n) the expression albefaction wherein, P (n) are the damage whitened channel model that the matrix convolution by A (n) and H (n) obtains, and be as follows:
Calculating prewhitening filter parameter A (n) can finish by the training sequence part of received signal, wherein, channel that can the calculation expectation signal, can generate damage signal estimation and with the 2nd rank AR model match.
According to example embodiment of the present invention, can realize demodulator as follows:
1) generates prewhitening filter and channel model as follows: with signal rotation
And utilize Generalized Least Square algorithm or the channel of joint least-squares algorithm computation desired signal and the prewhitening filter of interference signal.May need to adopt the rotation version of training sequence, this can increase complexity.Perhaps, also can estimate channel model and prewhitening filter as follows:
Zero with signal rotation
(rotation of the modulation of desired signal);
The channel estimating of zero calculation expectation signal (because training sequence can be based on BPSK's, so the complexity of this computing may be very low);
Zero deducts this signal contribution amount to obtain residual signal;
Zero rotates residue signal
(rotation between the modulation of expression desired signal and the modulation of interference is poor);
Zero result that will obtain resolves into (vector turns to) I and Q component;
Zero utilizes the rotation residue signal of vector quantization to calculate prewhitening filter; And
Zero iteration is carried out channel estimating and prewhitening filter computing, and channel estimating and prewhitening filter are estimated to become more meticulous;
2) subsequently this prewhitening filter is applied to rotate
Received signal, to generate signal v (n) by equation (24) or equation (25) modeling.
3) can determine damage whitened channel model P (n) based on prewhitening filter coefficient and channel model h (n) subsequently.
4) can utilize model in equation (24) and the equation (25) and the hypothesis of symbol sebolic addressing s (n) to carry out viterbi algorithm subsequently, wherein said tolerance is provided by following equation:
M=e
Te (27)
In this application, Fig. 1-8 explanation demonstration plant and operation according to some embodiments of the invention.Be appreciated that illustrated operation and combination thereof can use one or more electronic circuits, for example be included in the assembly of wireless communication system or the circuit in the wireless terminal is realized.It is also understood that, in general, illustrated operation and combination thereof can be at one or more electronic circuits, for example one or more discrete electronic components, one or more integrated circuits (IC), realize in one or more application-specific integrated circuit (ASIC)s (ASIC) and the specialized. circuit modules, and can realize by computer program instructions, described computer program instructions can be in computer or other data processing equipments such as microprocessor or digital signal processor (DSP) execution, to form a kind of machine, make the instruction of on computer or other programmable data processing unit, carrying out create electronic circuit or other devices of implementing the appeal assigned operation.Computer program instructions can also be carried out on one or more computers or other data processing equipments, so that sequence of operations is carried out by computer or other programmable devices, comprises the computer implemented process of described assigned operation with generation.
The form of computer program embeds in all right computer-readable recording medium of these computer program instructions, promptly as the computer readable program code in the embedding medium, uses or is used in combination with it for instruction execution system.Computer-readable recording medium can include but not limited to electronic storage medium, magnetic storage medium, optical storage medium or other storage mediums, as disk or CD or integrated circuit memory devices.For example, computer program instructions can embed in the memory that comprises in the assembly of radio communication device and/or can storage medium to this type of memory program in.Therefore, the computer program that described assigned operation, agency are carried out the electronic circuit of described assigned operation and other devices and be configured to carry out described assigned operation is carried out in the square frame support in the schematic diagram of Fig. 1-8.
Fig. 1 has shown demonstration receiver 100 according to some embodiments of the invention.Receiver 100 comprises front end 110, and this front end can comprise for example filter, frequency mixer and other circuit well known to those skilled in the art, and this hereinafter will be described in further detail.Receiver 100 also comprises damage albefaction demodulator 120, and this demodulator comprises first circulator 121, second circulator 125, channel estimator 123, estimates the prewhitening filter parameter estimator 124 and the symbol estimator 127 of the prewhitening filter parameter of prewhitening filter 126.Receiver 100 can also comprise decoder 130 and be used for other circuit of the sign estimation that process symbol estimator 127 generated.
As shown in the figure, decoder 120 can also comprise channel energy compensating filter 122, so that can use the state estimation process of reduction in symbol estimator 127.Filter 122 can be derived by the channel model that channel estimator 123 generates, and can make the energy maximum of the leading channel step of efficient channel response.Calculate more intensive MSLE processing if adopt, then may not need filter 122.
One of above-mentioned selecting technology generates the channel model of desired signal and the prewhitening filter parameter of interference signal respectively but channel estimator 123 and prewhitening filter parameter estimator 124 for example utilize.The rotation that 121 pairs of signal application that receive from front end 110 of first circulator are associated with the modulation (for example 8-PSK) of desired signal.The gained signal is by 122 filtering of channel energy compensating filter.Second circulator 125 applies rotation to this filter signal again, so that align with the rotation of interference signal, and then through prewhitening filter 126 filtering generating filtering signal, this filtering signal corresponding to above with reference to equation (24) and the described signal v of equation (25) (n).Symbol estimator 127 generates sign estimation according to channel model and prewhitening filter parameter then, for example, adopts use to select the symbol of desired signal to suppose based on the viterbi algorithm of the tolerance of channel model and prewhitening filter parameter, as mentioned above.
Fig. 2 explanation is according to the alternate embodiment of receiver of the present invention.Receiver 200 comprises front end 210, and this front end can comprise for example filter, frequency mixer and other circuit well known to those skilled in the art, and this hereinafter will be described in further detail.Receiver 200 also comprises damage albefaction demodulator 220, and this demodulator comprises circulator 221, vector quantization device 222, channel estimator 223, estimates prewhitening filter parameter estimator 224, channel energy compensating filter 226 and the symbol estimator 227 of the prewhitening filter parameter of prewhitening filter 225.Receiver 200 can also comprise decoder 230 and be used for other circuit of the sign estimation that process symbol estimator 227 generated.
But channel estimator 223 and prewhitening filter parameter estimator 224 utilizes one of above-mentioned selecting technology for example to generate the parameter of the prewhitening filter of the channel model of desired signal and interference signal respectively.221 pairs of signals that receive from front end 110 of circulator apply the rotation that is associated with interference signal modulation (for example GMSK).The gained signal changes into I and Q component through vector quantization device 222 vectors, then through two-dimentional prewhitening filter 225 and channel energy compensating filter 226 (being two dimensional filter in this example) filtering to generate filtering signal, this filtering signal is corresponding to reference equation (24) and the described signal v of equation (25) (n).Symbol estimator 227 generates sign estimation according to this channel model and prewhitening filter parameter then, for example adopts use to select the symbol hypothesis of desired signal based on the viterbi algorithm of the tolerance of channel model and prewhitening filter parameter.
Fig. 3 explanation is used to estimate the demonstration of the prewhitening filter of the channel model of desired signal and interference signal according to some embodiments of the invention.The training sequence part of (for example filtering signal) in advance applies the rotation (square frame 310) that is associated with desired signal modulation (for example 8-PSK) to received signal.Then, estimate the channel model (square frame 320) of desired signal according to rotating signal.This channel model can be used for generating the copy (square frame 330) of the training sequence part of desired signal then, and this copy can be eliminated from rotating signal again, to generate residue signal (square frame 340).Then residue signal is applied rotation again (square frame 350) corresponding to the rotation difference between the modulation of the modulation of desired signal and interference signal, and the rotating signal that obtains is decomposed (vector quantization) become I and Q component (square frame 360).Estimate prewhitening filter (square frame 370) according to this vector quantization signal then.Can iterative manner to this channel model refinement, for example by rotation training department sub-sequence, prewhitening filter is also estimated channel model (square frame 380,390 and 320) once more.Also can for example apply the operation of square frame 330-370 with iterative manner to the prewhitening filter refinement by the channel model after the employing refinement.
When reaching expected accuracy (A of Fig. 3), can utilize estimated channel model and prewhitening filter to generate sign estimation (A of Fig. 4).Referring now to Fig. 4, can apply the rotation (for example rotation that with GMSK be associated) (square frame 410) corresponding to the received signal with disturbing modulation, wherein, received signal filtering in advance as mentioned above.Rotating signal can be resolved into I and Q component (square frame 420) then.I that the 2-D prewhitening filter of before having estimated can be applied to obtain and Q component signal (square frame 430) then, and can determine whitened channel model (square frame 440) according to damage albefaction I that obtains and Q component signal.Can adopt viterbi algorithm to come evaluation symbol hypothesis (square frame 450), described viterbi algorithm uses by above measuring with reference to equation (25) and (26) described whitened channel model decision.
Fig. 5 explanation according to other embodiments of the invention definite channel model and the alternative operation of prewhitening filter.Training sequence part to received signal applies the rotation that is associated with interference signal modulation (for example GMSK), this received signal filtering in advance as mentioned above (square frame 510).Can utilize least-squares estimation to handle based on the rotation version of training sequence, determine channel model and prewhitening filter simultaneously by rotating signal.The sign estimation operation can be carried out A then as mentioned above.
Above-mentioned equation (24) and (25) are suitable for realizing that in many kinds of modes branch metric calculates.For example, can directly adopt damage whitened channel FACTOR P (n), the symbol of supposing and character position knowledge to select symbol, to calculate suitable rotation.Perhaps, can calculate many group matrix coefficients in advance, promptly with the Finite Number value of rotation function R (n) in a plurality of versions (being that a plurality of instant channels are estimated) of the corresponding whitened channel FACTOR P of post-multiplication (n) of different value be possible because have only the combination of limited quantity.For each character position, can adopt one group of matrix coefficient to come the evaluation symbol hypothesis.A kind of method in back may be comparatively simple, and can provide the possibility of calculating in advance and storing default, although the quantity of possibility may far surpass the quantity of the common required storage of equalizer based on DFSE of not carrying out that two-dimentional I-Q handles.
Fortunately, if adopt equation (25) to come computation measure, then may obtain sizable simplification.This simplification can realize by following equation:
θ(n+k)=R(k)θ(n). (31)
Can obtain equation (31) by direct substitution.Also can verify:
R(k)=Ω
k. (32)
According to equation (31) and (32), can recursive fashion calculate the hypothesis signal in the moment continuously
For usefulness
The conventional letter sequence of expression:
For with
The identical conventional letter sequence of expression, next hypothesis signal is constantly provided by following equation:
And the result be multiply by the long-pending vector of the suitable power that equals Q and the initial θ (n) that selects.Therefore the limited amount of this type of vector, is worth these vectors of storage, and according to time index is multiplied each other in they and V.Can also for example only use two symbols at every turn and change complexity by the subclass of storage V with storage, and will store on dutyly obtain to add the tolerance that together constitutes V with certain power of Q.Utilize these technology of calculating the hypothesis signal in advance, can reduce the complexity of balanced aspect.
According to other aspects of the invention, selective reception device algorithm adaptively.For example, the receiver modulation that can utilize the different rotary version of training sequence to detect expectation is 8-PSK or GMSK.A kind of method is to include the color (color of the impairment) of damage in consideration.
After the modulation detection, can detect the character of damage.For this reason, a kind of method is the relevant interference of hypothesis I-Q and the interference of time correlation, calculates the albefaction parameter, obtains residue signal after albefaction, and adjudicates according to residual amount of energy.For 8-PSK, because rotation is different fully, this may be somewhat thorny, but can adopt said method.Can select correct demodulation techniques based on the character that the interference of detected expectation is modulated then.
Fig. 6 explanation is carried out device and the operation that substitutes demodulation according to other embodiment of the present invention based on detected modulation system.Modulation detector 620 detects modulation type expectation and/or interference signal that is present in the received signal 601 (for example GMSK, 8-PSK or other).Selector 610 response modulation detectors 620, optionally received signal 601 is added to first demodulator, for example demodulator 120 or second substitutes demodulator 630, demodulator 120 is modified as the interference signal that suppresses with the above GMSK modulation that mixes with reference to the desired signal of the described 8-PSK modulation of Fig. 1, but and other combining forms that second alternative demodulator 630 corrects are modulated with the interference of adaptive expectation.For example, second substitutes the GMSK signal that demodulator 630 can be changed into the expectation that exists in the demodulation GMSK interference signal, be described in the U.S. Provisional Application No.60/359911 of " the sane interference by damage check suppresses " (this application was submitted on February 28th, 2002, authorized people such as Arslan) as title.
Be appreciated that the present invention can various mode implement, and includes but not limited to receiver used in the wireless communication system.For example, the form that the present invention can method is implemented, and includes but not limited to the method for operate wireless communication systems, the method for operate wireless base station and the method for operate wireless terminal.Be further appreciated that the present invention can be included in the device, include but not limited to wireless communication system, wireless base station, wireless terminal, be used for the module of wireless base station and/or terminal and be used for the wireless base station and/or the ASIC of wireless terminal.Can also further understand, the present invention can implement with the form of computer program, and described computer program is configured to carry out in the equipment such as wireless base station or wireless terminal, so that can provide according to device of the present invention and/or operation.
For example, as shown in Figure 7, wireless terminal 700 according to some embodiments of the invention can comprise controller 770 (for example microprocessor or microcontroller), keypad 730, loud speaker 740, microphone 750 and the memory 760 that can mode of operation be associated with display screen 720.Controller 770 also is associated with transmitter 780 and the receiver 790 by antenna 710 transmissions and received signal under controller 770 controls with mode of operation.Receiver 700 comprises damage albefaction demodulator 794, and this demodulator can be used for adopting above-mentioned one or more technology to suppress to disturb.For example, damage albefaction demodulator 794 can be used to recover the signal of 8-PSK modulation as mentioned above under the situation that exists GMSK to disturb.Be appreciated that receiver 790 can also implement other demodulation techniques, for example under the situation that exists GMSK to disturb, recover the demodulation techniques of GMSK desired signal, also as mentioned above.
As shown in Figure 8, base station 800 according to some embodiments of the invention can comprise base station electronic installation 810, and this electronic installation comprises the controller 812 of controlling receiver 814 and transmitter 815.Receiver 814 and transmitter 815 can and receive radio signals by antenna 820 transmissions.As shown in the figure, receiver 814 comprises damage albefaction demodulator 816, and this damage albefaction demodulator can adopt above-mentioned interference mitigation technology, recovers desired signal under the situation of interference signal that has modulation by different way such as GMSK interference, as the 8-PSK signal.Be appreciated that the present invention is applicable to also that generally other use, and can in Fig. 7 and other environment shown in Figure 8, implement.
In described drawing and description, example embodiment of the present invention is disclosed.Though adopted specific term, they only use on general and descriptive sense, rather than in order to reach the purpose of restriction.
Claims (32)
1. method from the composite signal recovering information, described composite signal comprise respectively according to first and second component signals of first and second modulation systems modulation, and described method comprises the steps:
Handle described composite signal based on the predetermined characteristic of described first and second modulation systems, with channel model that generates described first component signal and the prewhitening filter that is used for described second component signal;
Handle described composite signal to generate filtering signal according to described prewhitening filter; And
The symbol that utilizes the tolerance of relevant filtering signal by described prewhitening filter and the decision of described channel model to assess the symbol of described first component signal supposes,
It is characterized in that: handle described composite signal based on the predetermined characteristic of described first and second modulation systems and comprise with channel model that generates described first component signal and the step that is used for the prewhitening filter of described second component signal:
Described composite signal is applied the signal of rotation that is associated with described first modulation system to obtain to rotate;
Generate described channel model based on known training sequence from the signal of described rotation;
Eliminate the component that is associated with described known training sequence based on described channel model from the signal of described rotation, with the generation residue signal;
To described residue signal apply with described first and second modulation systems between the corresponding rotation of rotation difference to obtain the residue signal of rotation; And
Generate described prewhitening filter from the residue signal of described rotation.
2. the method for claim 1 is characterized in that: comprise that from the step that the signal of described rotation generates described channel model generating first of described channel model estimates based on known training sequence, and comprise:
Described composite signal is applied the composite signal of rotation that is associated with described second modulation system to obtain to rotate;
Described prewhitening filter is applied to the composite signal of described rotation, to generate whitened signal; And
Generating second of described channel model based on described known training sequence from described whitened signal estimates.
3. method as claimed in claim 2 is characterized in that: the step that generates described prewhitening filter from the residue signal of described rotation comprises that generating first of described prewhitening filter estimates.
4. the method for claim 1 is characterized in that: the step response of the symbol hypothesis of the symbol of described first component signal of described assessment detects described second modulation system and according to condition carries out.
5. method as claimed in claim 4 is characterized in that: described first modulation system comprises the multidimensional modulation, and wherein said second modulation system comprises one-dimensional modulation.
6. method as claimed in claim 4 is characterized in that: described first modulation system comprises the 8-PSK modulation, and described second modulation system comprises the GMSK modulation.
7. method as claimed in claim 4 is characterized in that: described first modulation system comprises phase shift
8-PSK modulation, described second modulation system comprises the GMSK modulation.
8. method as claimed in claim 4 is characterized in that also comprising: to described composite signal filtering, to control the energy in the described channel model.
9. one kind is recovered the method for desired signal by composite signal, and described method comprises the steps:
Generate the channel model of described desired signal and the prewhitening filter that is different from the interference signal of described desired signal at modulation;
Handle described composite signal to generate filtering signal according to described prewhitening filter; And
Utilize the multidimensional estimation to handle and estimate described desired signal, described multidimensional estimates to handle the tolerance that adopts about the filtering signal that is determined by described prewhitening filter and described channel model,
It is characterized in that: the step that generates the channel model of described desired signal and be used for the prewhitening filter of described interference signal comprises:
Described composite signal is applied the signal of rotation that is associated with the modulation system of described desired signal to obtain to rotate;
Generate described channel model based on known training sequence from the signal of described rotation;
Eliminate the component that is associated with described training sequence based on described channel model from the signal of described rotation, to generate residue signal;
Described residue signal is applied the corresponding rotation of rotation difference between the modulation with the modulation of described interference signal and described desired signal to obtain the residue signal of rotation; And
Generate described prewhitening filter from the residue signal of described rotation.
10. method as claimed in claim 9 is characterized in that: modulate described desired signal according to the multiple modulation mode; And modulate described interference signal according to the one-dimensional modulation mode.
11. method as claimed in claim 9 is characterized in that: described desired signal is that the 8-PSK mode is modulated, and described interference signal is that the GMSK mode is modulated.
12. method as claimed in claim 9 is characterized in that: described desired signal is phase shift
The 8-PSK mode modulate, described interference signal is that the GMSK mode is modulated.
13. method as claimed in claim 9 is characterized in that also comprising: utilize described prewhitening filter to generate the estimation that becomes more meticulous of described channel model.
14. method as claimed in claim 9 is characterized in that also comprising: estimate to generate the estimation that becomes more meticulous of described prewhitening filter according to becoming more meticulous of described channel model.
15. method as claimed in claim 9 is characterized in that:
Handling described composite signal according to described prewhitening filter comprises with the step that generates filtering signal:
Described composite signal is applied the signal of rotation that is associated with the modulation system of described interference signal to obtain to rotate; And
Described prewhitening filter is applied to the signal of described rotation, to generate described filtering signal; And
Wherein, adopt to use the multidimensional of the tolerance of relevant filtering signal by described prewhitening filter and the decision of described channel model to estimate that processing estimates that the step of described desired signal comprises:
Generate the whitened channel model according to described prewhitening filter and described channel model; And
Utilize the tolerance of relevant filtering signal by described whitened channel model decision to assess the symbol hypothesis of described desired signal.
16. the method as claim 15 is characterized in that:
Described tolerance be described whitened channel model with as the function of character position and have the function of product of the rotation function of limited probable value;
Estimate to handle in the multidimensional of tolerance that adopt to use relevant filtering signal by described whitened channel model decision and carry out following operation before estimating described desired signal:
Determine the value of the product of the analog value in the described probable value of described whitened channel model and described rotation function; And
Store determined value; And
Adopt to use the multidimensional of the tolerance of relevant filtering signal by described whitened channel model decision to estimate to handle and estimate that the step of described desired signal comprises: calculate described tolerance corresponding to selected in the storing value of a described character position value and assess the symbol of described character position and suppose by using.
17. method as claimed in claim 9,
It is characterized in that: the step response of the described desired signal of described estimation detects described interference signal and according to condition carries out.
18. one kind is used for from the device of composite signal recovering information, described composite signal comprises first and second component signals of modulating according to first and second modulation systems respectively, and described device comprises:
Be used to carry out the parts of following operation: handle described composite signal based on the predetermined characteristic of described first and second modulation systems, with channel model that generates described first component signal and the prewhitening filter that is used for described second component signal;
Be used to carry out the parts of following operation: handle described composite signal to generate filtering signal according to described prewhitening filter; And
Be used to carry out the parts of following operation: the symbol that uses the tolerance of relevant filtering signal by described prewhitening filter and the decision of described channel model to assess the symbol of described first component signal supposes,
It is characterized in that: handle described composite signal based on the predetermined characteristic of described first and second modulation systems and also comprise with channel model that generates described first component signal and the parts that are used for the prewhitening filter of described second component signal:
Be used to carry out the parts of following operation: described composite signal is applied the signal of rotation that is associated with described first modulation system to obtain to rotate;
Be used to carry out the parts of following operation: generate described channel model from the signal of described rotation based on known training sequence;
Be used to carry out the parts of following operation: eliminate the component that is associated with described known training sequence based on described channel model from the signal of described rotation, with the generation residue signal;
Be used to carry out the parts of following operation: to described residue signal apply with described first and second modulation systems between the corresponding rotation of rotation difference to obtain the residue signal of rotation; And
Be used to carry out the parts of following operation: generate described prewhitening filter from the residue signal of described rotation.
19. device as claimed in claim 18 is characterized in that: handle described composite signal based on the predetermined characteristic of described first and second modulation systems and comprise: the parts that are used to carry out following operation: generate the estimation that becomes more meticulous of described channel model and/or described prewhitening filter with iterative manner according to the estimation of previous described channel model that generates and/or described prewhitening filter with channel model that generates described first component signal and the parts that are used for the prewhitening filter of described second component signal.
20. device as claimed in claim 18 is characterized in that, also comprises: the sequencal estimation algorithm according to the tolerance that adopts relevant filtering signal by described prewhitening filter and the decision of described channel model selects symbol to suppose.
21. device as claimed in claim 20 is characterized in that: described prewhitening filter is a multidimensional; And select the parts of symbol hypothesis to comprise according to the sequencal estimation algorithm of the tolerance that adopts relevant filtering signal by described prewhitening filter and the decision of described channel model: the parts that are used to carry out following operation: the multidimensional viterbi algorithm according to the tolerance that adopts the relevant filtering signal that is determined by described prewhitening filter and described channel model selects symbol to suppose.
22. device as claimed in claim 18 is characterized in that: described first modulation system comprises the multidimensional modulation, and described second modulation system comprises one-dimensional modulation.
23. device as claimed in claim 18 is characterized in that: described first modulation system comprises the 8-PSK modulation, and described second modulation system comprises the GMSK modulation.
24. device as claimed in claim 18 is characterized in that: described first modulation system comprises phase shift
8-PSK modulation, described second modulation system comprises the GMSK modulation.
25. as the device of claim 18,
It is characterized in that: the unit response of symbol hypothesis that is used for assessing the symbol of described first component signal detects the symbol hypothesis of according to condition assessing described first component according to the interference signal of described second modulation system modulation in described composite signal.
26. a receiver that is used to handle composite signal, described composite signal comprise first and second component signals of modulating according to first and second modulation systems respectively, described receiver comprises:
Damage albefaction demodulator, described damage albefaction demodulator comprises:
First circulator (121) is used for composite signal is used the signal of rotation to obtain to rotate that is associated with first modulation system;
Channel energy compensating filter (122) is used for the signal from the rotation of first circulator is carried out filtering;
Second circulator (125) is used for the signal application through filtering from the channel energy compensating filter is rotated so that align with the rotation of interference signal;
Channel estimator, be used for generating according to the predetermined characteristic of first and second modulation systems channel model of first component signal of described composite signal, wherein channel estimator generates channel model according to known training sequence by the signal from the rotation of first circulator;
Prewhitening filter parameter estimator (124), be used for generating according to the predetermined characteristic of first and second modulation systems prewhitening filter parameter of the second component signal of described composite signal, wherein the input of prewhitening filter parameter estimator is from channel energy compensating filter and prewhitening filter parameter estimator output prewhitening filter parameter;
Prewhitening filter is used for the signal from the rotation of second circulator is carried out filtering to generate the signal through filtering; And
Symbol estimator, being used to use the symbol hypothesis with the symbol of assessing described first component signal from the relevant tolerance of the signal through filtering of prewhitening filter, is the function of described prewhitening filter and described channel model from the signal through filtering of prewhitening filter.
27. receiver as claimed in claim 26 is characterized in that: described first modulation system comprises the multidimensional modulation, and described second modulation system comprises one-dimensional modulation.
28. receiver as claimed in claim 26 is characterized in that: described first modulation system comprises the 8-PSK modulation, and described second modulation system comprises the GMSK modulation.
29. receiver as claimed in claim 26 is characterized in that: described first modulation system comprises phase shift
8-PSK modulation, described second modulation system comprises the GMSK modulation.
30. as the receiver of claim 26,
Wherein, described symbol estimator responds the symbol hypothesis that detects described second modulation system and assess described first component signal in described composite signal.
31. a wireless terminal comprises:
Be used for from the receiver of composite signal recovering information, described composite signal comprises first and second component signals of modulating according to first and second modulation systems respectively, and described receiver comprises:
Damage albefaction demodulator, described damage albefaction demodulator comprises:
First circulator (121) is used for composite signal is used the signal of rotation to obtain to rotate that is associated with first modulation system;
Channel energy compensating filter (122) is used for the signal from the rotation of first circulator is carried out filtering;
Second circulator (125) is used for the signal application through filtering from the channel energy compensating filter is rotated so that align with the rotation of interference signal;
Channel estimator, be used for generating according to the predetermined characteristic of first and second modulation systems channel model of first component signal of described composite signal, wherein channel estimator generates channel model according to known training sequence by the signal from the rotation of first circulator;
The prewhitening filter parameter estimator, be used for generating according to the predetermined characteristic of first and second modulation systems prewhitening filter parameter of the second component signal of described composite signal, wherein the input of prewhitening filter parameter estimator is from channel energy compensating filter and prewhitening filter parameter estimator output prewhitening filter parameter;
Prewhitening filter is used for the signal from the rotation of second circulator is carried out filtering to generate the signal through filtering; And
Symbol estimator, being used to use the symbol hypothesis with the symbol of assessing described first component signal from the relevant tolerance of the signal through filtering of prewhitening filter, is the function of described prewhitening filter and described channel model from the signal through filtering of prewhitening filter.
32. a radio communication base station comprises:
Be used for from the receiver of composite signal recovering information, described composite signal comprises first and second component signals of modulating according to first and second modulation systems respectively, and described receiver comprises:
Damage albefaction demodulator, described damage albefaction demodulator comprises:
First circulator (121) is used for composite signal is used the signal of rotation to obtain to rotate that is associated with first modulation system;
Channel energy compensating filter (122) is used for the signal from the rotation of first circulator is carried out filtering;
Second circulator (125) is used for the signal application through filtering from the channel energy compensating filter is rotated so that align with the rotation of interference signal;
Channel estimator, be used for generating according to the predetermined characteristic of first and second modulation systems channel model of first component signal of described composite signal, wherein channel estimator generates channel model according to known training sequence by the signal from the rotation of first circulator;
The prewhitening filter parameter estimator, be used for generating according to the predetermined characteristic of first and second modulation systems prewhitening filter parameter of the second component signal of described composite signal, wherein the input of prewhitening filter parameter estimator is from channel energy compensating filter and prewhitening filter parameter estimator output prewhitening filter parameter;
Prewhitening filter is used for the signal from the rotation of second circulator is carried out filtering to generate the signal through filtering; And
Symbol estimator, being used to use the symbol hypothesis with the symbol of assessing described first component signal from the relevant tolerance of the signal through filtering of prewhitening filter, is the function of described prewhitening filter and described channel model from the signal through filtering of prewhitening filter.
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PCT/US2003/021451 WO2004014031A1 (en) | 2002-08-01 | 2003-07-09 | Apparatus and methods for suppression of interference |
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Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7929913B2 (en) * | 2002-12-16 | 2011-04-19 | Intel Corporation | Adaptive receiver architecture |
US7295636B2 (en) * | 2003-03-28 | 2007-11-13 | Texas Instruments Incorporated | Linear single-antenna interference cancellation receiver |
US7218665B2 (en) * | 2003-04-25 | 2007-05-15 | Bae Systems Information And Electronic Systems Integration Inc. | Deferred decorrelating decision-feedback detector for supersaturated communications |
EP1625686A1 (en) * | 2003-05-16 | 2006-02-15 | THOMSON Licensing | A unified receiver for layered and hierarchical modulation systems |
US8107560B2 (en) | 2004-05-12 | 2012-01-31 | Telefonaktiebolaget Lm Ericsson (Publ) | Method and apparatus for interference cancellation in communication signal processing |
FR2873877B1 (en) * | 2004-08-02 | 2006-12-01 | Wavecom Sa | METHOD FOR DESIGNING A DIGITAL RECEPTION FILTER AND CORRESPONDING RECEPTION DEVICE |
US8867676B2 (en) * | 2004-09-17 | 2014-10-21 | Telefonaktiebolaget Lm Ericsson (Publ) | Method and apparatus for controlling interference suppressing receivers |
GB0421930D0 (en) * | 2004-10-01 | 2004-11-03 | Nokia Corp | Signal receiver |
US7801248B2 (en) * | 2004-11-19 | 2010-09-21 | Qualcomm Incorporated | Interference suppression with virtual antennas |
US7613228B2 (en) * | 2005-08-10 | 2009-11-03 | Bae Systems Information And Electronic Systems Integration Inc. | M-Algorithm multiuser detector with correlation based pruning |
US7697638B2 (en) * | 2005-08-16 | 2010-04-13 | Freescale Semiconductor, Inc. | Modulation detection in a SAIC operational environment |
EP1956718A1 (en) * | 2007-02-09 | 2008-08-13 | Research In Motion Limited | Apparatus, and associated method, for filtering a receive signal by adaptive operation of an input noise whitening filter |
US7848460B2 (en) * | 2007-07-12 | 2010-12-07 | Telefonaktiebolaget Lm Ericsson (Publ) | Interference suppression method and apparatus |
EP2326052A3 (en) * | 2008-07-17 | 2011-06-01 | Nokia Corporation | Whitening compensation for a specific data block |
US9344306B2 (en) * | 2010-08-09 | 2016-05-17 | Mediatek Inc. | Method for dynamically adjusting signal processing parameters for processing wanted signal and communications apparatus utilizing the same |
US8929934B2 (en) * | 2012-04-25 | 2015-01-06 | Intel Mobile Communications GmbH | Communication devices and methods for operating a communication device |
US8929390B2 (en) * | 2012-09-24 | 2015-01-06 | Alcatel Lucent | Methods and apparatuses for channel estimation in wireless networks |
WO2015135132A1 (en) * | 2014-03-11 | 2015-09-17 | 华为技术有限公司 | Signal processing method and apparatus |
CN105049141B (en) * | 2015-05-26 | 2017-04-05 | 西安电子科技大学 | A kind of inter-signal interference relationship analysis method based on multidimensional interference space model |
Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2001093439A1 (en) * | 2000-05-31 | 2001-12-06 | Nokia Corporation | A receiver |
Family Cites Families (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5430770A (en) * | 1994-04-22 | 1995-07-04 | Rockwell International Corp. | Method and apparatus for composite signal separation and PSK/AM/FM demodulation |
US6314147B1 (en) * | 1997-11-04 | 2001-11-06 | The Board Of Trustees Of The Leland Stanford Junior University | Two-stage CCI/ISI reduction with space-time processing in TDMA cellular networks |
US6590932B1 (en) * | 1999-11-24 | 2003-07-08 | Ericsson Inc. | Methods, receiver devices and systems for whitening a signal disturbance in a communication signal |
FR2812480B1 (en) * | 2000-07-28 | 2003-01-17 | Nortel Matra Cellular | PROCESS FOR PROCESSING A DIGITAL SIGNAL AT THE INPUT OF A CHANNEL EQUALIZER |
US6862326B1 (en) * | 2001-02-20 | 2005-03-01 | Comsys Communication & Signal Processing Ltd. | Whitening matched filter for use in a communications receiver |
US6944434B2 (en) * | 2003-06-27 | 2005-09-13 | Nokia Corporation | Method and apparatus for suppressing co-channel interference in a receiver |
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EP1532786A1 (en) | 2005-05-25 |
AU2003248892A1 (en) | 2004-02-23 |
US7133476B2 (en) | 2006-11-07 |
DE60325066D1 (en) | 2009-01-15 |
JP2005535225A (en) | 2005-11-17 |
KR20050073441A (en) | 2005-07-13 |
ATE416546T1 (en) | 2008-12-15 |
JP4288234B2 (en) | 2009-07-01 |
US20040022335A1 (en) | 2004-02-05 |
EP1532786B1 (en) | 2008-12-03 |
KR101013282B1 (en) | 2011-02-09 |
WO2004014031A1 (en) | 2004-02-12 |
CN1685680A (en) | 2005-10-19 |
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